Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "164"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 164 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 218 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 213 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 164, Node 14:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.225913 -0.768982 -0.126639 -1.128845 2.525902 9.416521 -0.088601 -0.511398 0.8009 0.8041 0.2450 8.276358 9.119949
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 4.84% 0.54% -0.560536 -0.942969 -0.792797 -0.485949 0.548915 0.575270 -0.333147 -1.013071 0.7423 0.7449 0.2475 2.142240 2.324068
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.356246 -0.591882 -0.467584 -0.576507 0.084181 1.726890 2.122273 0.004323 0.0373 0.0518 0.0191 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 0.089727 -1.008391 -0.816578 -1.083887 1.364867 1.359945 2.108102 0.431101 0.6830 0.6971 0.3633 1.715610 1.698127
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 0.625900 -1.029945 -0.539307 -1.146512 3.464798 0.708962 1.079706 0.958802 0.6838 0.6955 0.3558 1.875358 1.801717
2459589 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.302942 -1.076209 -0.188326 -1.213096 -0.460986 12.379437 -0.476270 -0.344826 0.7287 0.7252 0.2761 5.984886 5.896949
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 0.308494 -1.131414 -1.126173 -0.946905 -0.524457 0.562205 -0.077224 -0.833687 0.7828 0.7663 0.2243 3.132514 2.531635
2459587 digital_ok 0.00% - - - 2.80% 0.00% 0.329603 -1.213333 -0.740183 -0.779095 -0.492902 0.276831 0.855053 -0.187797 nan nan nan 0.989463 1.018201
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 7.03% 0.00% 0.479537 0.151344 0.164440 1.515630 1.041666 1.990630 1.568893 2.886377 0.6748 0.6883 0.3486 1.865508 1.792264
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.384835 3.462876 0.970985 3.434136 1.294772 3.645420 6.712244 2.415692 0.0469 0.0523 0.0165 0.000000 0.000000
2459584 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.60% 0.036194 -1.376373 -0.345772 2.923575 -1.217555 0.596936 0.106017 0.233060 0.6258 0.6354 0.3581 1.146993 1.129539
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 3.23% 0.00% -0.203111 -0.650830 -0.678393 1.572572 -0.686151 2.035976 1.047882 2.120390 0.6869 0.6964 0.3721 1.887330 1.943984
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 2.70% 0.00% 0.034658 -0.555845 -0.714386 1.483821 -0.812892 2.162982 1.385442 2.041006 0.6878 0.6977 0.3767 1.830097 1.808135
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 0.00% -0.207830 -0.962885 -0.538771 1.062547 -0.003229 1.539115 0.773224 0.403180 0.6927 0.7031 0.3744 1.781790 1.741989
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% -0.350885 -0.681002 -0.882453 1.275768 -1.063677 2.245684 0.200408 0.199200 0.6893 0.6988 0.3740 1.913802 1.815986
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.251542 -0.544102 -0.703925 2.097248 -0.929890 1.913716 1.484170 1.045382 0.6810 0.6908 0.3804 0.000000 0.000000
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.319562 -0.211725 -0.813949 -0.644206 -0.556163 1.057190 1.123869 -0.748623 0.0363 0.0872 0.0141 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 10.27% 10.81% -0.222410 -0.604531 -0.585404 1.156718 1.742405 1.976726 -0.061619 -0.007700 0.6867 0.6965 0.3778 1.834835 1.742567
2459576 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.646354 -0.088808 -0.737757 1.617646 0.780195 4.465472 -0.154622 1.871414 0.7129 0.7232 0.3738 7.483657 7.196620
2459575 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459574 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.702722 -0.133341 -0.878026 1.311587 -0.276215 12.325258 -0.840321 0.028307 0.7101 0.7192 0.3685 4.674080 4.653242
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 1.08% -0.683347 -0.390444 -0.657183 2.070170 -0.275989 1.326237 0.609885 0.450635 0.7041 0.7151 0.3785 1.764501 1.657152
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.026162 -0.214396 -0.777135 1.504179 1.587685 12.936349 0.250454 2.784971 0.7096 0.7210 0.3748 6.156251 5.912837
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.011843 -0.189545 -0.724238 -0.699334 0.358266 5.054825 -0.151233 -0.402434 0.0376 0.0849 0.0207 nan nan
2459570 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 1.62% 0.100162 1.093859 0.231090 1.097775 0.601351 1.859588 0.269204 0.906997 0.7004 0.7279 0.3580 1.558497 1.724899
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -1.176073 -0.648918 -0.856495 1.341143 -0.876843 3.526570 -0.832838 1.618877 0.7888 0.7940 0.2209 2.124944 2.060279
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% -0.847649 -0.306457 -0.764182 1.547341 -0.619553 1.473792 -0.181532 -0.412308 0.7005 0.7148 0.3916 1.634767 1.659987
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.042832 0.042832 0.026138 0.026138 -0.845420 -0.845420 -0.928844 -0.928844 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 5.20% 0.00% -0.125884 -0.513730 -0.561825 -0.126649 -0.025850 2.399636 0.206404 0.508350 0.7177 0.7199 0.3886 1.840851 1.728887
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.492344 -1.199854 -0.788065 -0.468307 -0.947086 1.037697 1.231832 1.757402 0.7118 0.7190 0.3799 1.883995 1.820645
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -0.154713 0.071009 -0.156539 0.952365 0.394696 1.255923 0.602020 0.610098 0.7162 0.7247 0.3741 1.920751 1.748678
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% -0.184386 0.154991 -0.223921 0.942068 0.607517 1.286321 0.967646 1.357386 0.7140 0.7243 0.3741 1.851825 1.759647
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% 0.002274 -0.142860 -0.030035 0.884161 0.643824 1.468986 0.683900 0.646634 0.7062 0.7163 0.3885 1.778355 1.687030
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.268041 0.033289 -0.193413 0.778849 0.342626 1.345664 0.561911 0.466583 0.7111 0.7185 0.3768 1.806191 1.687437
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 13.98% 0.00% -0.762412 -0.476589 -0.818205 1.914059 -0.092280 1.709715 -0.347165 -0.000365 0.7150 0.7191 0.3862 1.710962 1.539942
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0352 0.0639 0.0173 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.287015 0.222773 -0.784779 3.342572 1.806216 23.056599 4.246561 84.493746 0.7086 0.7126 0.3844 4.609377 4.117915
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7183 0.7246 0.3898 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7166 0.7237 0.3911 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% -1.212229 -0.412205 -0.557212 1.313873 -1.121353 0.572189 -0.749139 -0.572418 0.7209 0.7261 0.3918 1.295079 1.353430
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.154606 -0.043048 -0.275383 0.931909 0.536505 1.794978 0.174333 0.387537 0.7158 0.7250 0.3877 1.938924 1.695306
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0428 0.0566 0.0092 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 8.11% 0.00% -0.456036 -0.637990 -0.909932 1.533788 -0.528284 2.106374 0.198305 1.163739 0.7121 0.7190 0.3958 1.878678 1.661770
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 0.00% -0.470298 -1.031664 0.124119 0.359484 -0.739307 1.490589 0.587571 -0.336007 0.7670 0.7663 0.3437 1.906620 1.628316
2459541 digital_ok 100.00% 1.34% 1.79% 0.00% 100.00% 0.00% -0.976629 -0.269540 -0.803707 3.208623 -0.649439 10.462542 -0.986454 5.804439 0.7610 0.7532 0.3193 5.290654 4.814055
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 1.79% -0.130829 -0.083511 -0.402506 0.892396 0.534914 -1.181739 0.079458 0.393329 0.7671 0.7641 0.3287 1.693971 1.588689
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% -0.008963 0.311023 -0.803733 1.795869 0.038531 1.465206 0.125589 0.203881 0.7434 0.7449 0.4096 2.097863 1.798196
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% 0.070729 0.060167 -0.193430 0.676355 -0.543069 -0.043654 0.462188 0.175174 0.7993 0.7863 0.3455 2.014797 1.704077
2459534 digital_ok 100.00% 98.66% 98.66% 0.00% 100.00% 0.00% 2.904266 3.574159 -0.694714 0.219145 2.394829 4.322593 9.138831 9.103055 0.0600 0.0613 0.0100 1.282891 1.289130
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 2.17% 0.054635 0.033927 -0.789205 0.947500 -0.508865 1.083910 1.083539 0.753025 0.7366 0.7379 0.3882 1.826203 1.707326
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 2.78% 0.180261 0.349211 -0.767883 1.784732 -0.371989 0.604073 0.083967 -0.088353 0.7379 0.7420 0.3909 1.879711 1.727565
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 4.73% 0.00% 0.068970 0.375074 -0.269597 0.562229 -0.007288 1.076291 0.809798 0.251732 0.7565 0.7537 0.3797 1.937874 1.775927
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.766426 -0.221564 -0.945688 1.270927 0.217577 1.048848 0.026095 0.298094 0.9147 0.9400 0.2721 0.000000 0.000000
2459523 digital_ok 0.00% - - - 12.24% 0.00% 0.041474 -0.009068 -1.095720 1.535257 -0.300074 0.230261 0.839134 0.508288 nan nan nan 2.422708 2.054309
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.159540 0.387271 -0.803753 1.607530 1.005817 0.414365 1.461588 0.411787 0.7219 0.7067 0.3080 1.936570 2.263316
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - -0.150591 -0.149213 -0.721790 -0.411239 1.567028 3.448797 8.508134 -0.449492 0.0334 0.0454 0.0066 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% -0.964485 0.327914 0.557480 1.202615 -0.095141 1.057409 0.336773 1.002544 0.9256 0.9519 0.1506 0.000000 0.000000
2459505 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.255942 -0.894411 -0.241390 1.212858 0.721387 1.882160 -0.040644 2.002374 0.0765 0.0731 0.0034 1.201607 1.205039
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% -0.112493 -0.223906 0.140309 0.848248 -0.316704 0.731364 -0.282814 1.035728 0.8811 0.8758 0.4169 0.000000 0.000000
2459501 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.296394 0.220596 -0.016113 0.697756 0.426686 -0.685191 -0.358379 0.462485 0.1179 0.1129 0.0118 0.000000 0.000000
2459500 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.042221 0.568032 0.503387 1.094961 -0.038525 0.984944 -0.076276 1.618100 0.1233 0.1153 0.0109 0.000000 0.000000
2459499 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.407011 0.970015 0.886875 1.302073 0.145859 0.718737 0.234360 1.950596 0.1195 0.1509 0.0075 0.000000 0.000000
2459498 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.330816 0.814716 0.041298 0.747984 -0.398301 0.911832 -0.399687 -0.011057 0.1172 0.1189 0.0127 0.000000 0.000000
2459497 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.316901 1.030690 -0.234389 0.540316 -1.140148 -0.031321 -0.548275 -0.010020 0.1436 0.1583 0.0158 0.000000 0.000000
2459496 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.353065 0.406819 0.326268 0.799915 -0.840909 -0.128573 -0.504877 0.115893 0.9262 0.9313 0.3368 0.000000 0.000000
2459495 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% -0.235113 0.228621 0.297397 0.556864 -0.503843 -0.217733 -0.690432 -0.116241 0.9233 0.9273 0.3713 0.000000 0.000000
2459494 digital_ok 0.00% 0.00% 0.00% 0.00% 94.74% 0.00% 0.284178 1.251598 0.704808 1.221526 -0.242873 1.343271 0.287778 3.570709 0.9065 0.9156 0.3867 0.000000 0.000000
2459492 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -0.528101 -0.914685 -1.245430 -0.019384 0.029028 0.171475 0.216280 2.442074 0.7596 0.8113 0.3099 0.221195 0.159602
2459491 digital_ok 0.00% 0.00% 0.00% 0.00% 50.00% 0.00% -0.580175 -1.027841 -1.352811 0.129160 0.001691 -0.099970 -0.735327 -0.127692 0.7990 0.8256 0.2460 0.868632 0.724533
2459490 digital_ok 0.00% 0.00% 0.00% 0.00% 47.37% 0.00% -0.177302 -0.145758 -1.812609 -0.659476 -0.250135 0.943638 -0.168309 2.930842 0.7513 0.8078 0.3567 1.925814 1.734574
2459489 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -0.355511 -0.459723 -1.343949 1.670042 0.835879 53.710731 0.159467 9.245987 0.7707 0.8152 0.3073 6.010030 4.917365
2459488 digital_ok 0.00% 0.00% 0.00% 0.00% 85.71% 0.00% -0.426020 -0.668110 -0.720496 0.184745 1.882364 0.579543 0.087814 2.476434 0.7721 0.8193 0.3368 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 164: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Temporal Variability 7.759253 1.484916 3.867193 4.282108 7.227455 3.820511 7.759253 -2.047430 -2.402661

Antenna 164: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 0.782676 -0.657535 -1.152953 -0.088365 -0.651961 0.782676 -1.023324 0.740381 0.301239

Antenna 164: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 0.755575 -1.128624 -0.817215 -0.502352 -0.426217 -0.711246 0.391099 -0.676102 0.755575

Antenna 164: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 0.480991 -0.630895 -0.219129 -0.605017 0.003016 -1.083297 -0.064510 -0.276440 0.480991

Antenna 164: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 6.126003 -0.544406 -0.687178 -0.251501 -0.447390 6.126003 -0.622160 1.021636 -0.162971

Antenna 164: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Temporal Discontinuties 0.986747 -1.248464 -0.993633 -1.028071 -0.787920 0.153716 -0.822596 0.840057 0.986747

Antenna 164: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 18.162924 -0.289627 -0.127523 -0.550660 -0.072343 1.021717 18.162924 2.190023 14.623268

Antenna 164: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 1.051329 -1.247574 -0.835576 -0.798625 -0.798816 0.118053 -0.884255 1.051329 0.299707

Antenna 164: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 12.024319 -1.077090 -1.136025 -0.157202 -0.735214 -0.573607 5.526815 0.793143 12.024319

Antenna 164: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 5.550902 -0.783847 -0.296453 -0.709885 -0.289556 -0.679837 0.237102 -0.092513 5.550902

Antenna 164: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 1.828690 -1.043305 -0.804521 -1.027970 -0.296102 -0.891263 0.019485 -0.306133 1.828690

Antenna 164: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 11.463273 0.283208 -0.748746 1.170459 -0.866270 2.755189 -0.675535 11.463273 -0.350515

Antenna 164: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 3.501370 -0.774943 -0.708074 -0.664705 -0.149062 -1.480028 3.489098 -0.063663 3.501370

Antenna 164: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Power -0.205176 -0.765081 -1.073413 -0.878819 -0.205176 -0.929905 -1.199979 -0.406642 -0.643179

Antenna 164: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 1.058316 -0.622032 -0.950725 -0.687055 -0.437002 -0.531605 -0.399458 0.458526 1.058316

Antenna 164: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 0.295293 -0.969309 -1.125797 -0.927637 -0.629860 -0.392282 0.052617 -0.077780 0.295293

Antenna 164: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 4.543803 0.033418 0.284902 -0.114069 -0.482250 -0.793091 4.543803 0.154185 -0.062168

Antenna 164: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 Not Found nn Temporal Variability 1.820929 1.761655 0.169125 0.277343 -0.448963 1.820929 -0.636810 -0.566973 -0.115684

Antenna 164: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 8.752939 -1.116982 -0.578568 -0.349628 -0.636883 8.752939 -0.557443 1.531908 -0.312170

Antenna 164: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 58.039915 0.906997 -0.062452 -0.212506 -0.492693 1.397746 35.492888 0.987413 58.039915

Antenna 164: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 1.289017 -1.144600 -1.370181 -0.058191 -0.727778 -0.987758 -0.744396 -0.041448 1.289017

Antenna 164: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 3.438443 0.816496 1.057801 -0.567175 -0.701076 0.189216 3.438443 0.059932 -0.022262

Antenna 164: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 8.834918 2.370829 1.083597 0.298234 0.617433 8.834918 2.799334 1.074938 1.355607

Antenna 164: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.874843 0.683889 0.517999 0.017272 -0.843429 -0.097962 1.874843 0.311881 0.507343

Antenna 164: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.426334 -0.865541 -1.118001 -0.706029 -1.302676 -0.923424 1.426334 0.511193 1.074093

Antenna 164: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.116226 0.376365 0.247339 -0.422669 0.162750 1.116226 -0.943359 0.130643 -0.646362

Antenna 164: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.056579 -1.380594 -1.046184 -1.232843 -0.635918 1.056579 -0.582360 0.762670 -0.503494

Antenna 164: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.704507 -0.074415 0.211297 0.004935 -0.298768 -0.865529 1.704507 -0.312163 -0.081299

Antenna 164: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 0.331495 -0.020702 -0.395577 -0.729801 -0.285450 0.331495 -0.954776 -0.487812 -0.388820

Antenna 164: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.746166 0.144803 -0.040587 -0.559188 -0.188883 1.746166 -0.858284 0.231726 1.000462

Antenna 164: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 0.494235 -0.096064 -0.402945 -0.725489 -0.237839 0.139546 0.051497 0.494235 0.148822

Antenna 164: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 0.728686 -1.288979 -1.460712 -1.140390 -1.232241 -1.263041 -0.816966 -0.353807 0.728686

Antenna 164: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 2.049472 -0.448900 -0.115388 -0.233408 -0.637192 -0.541694 2.049472 -0.675622 -0.830939

Antenna 164: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 68.871067 -0.292167 -0.306841 -0.766037 -0.075622 68.871067 1.976864 0.657169 0.092921

Antenna 164: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Temporal Discontinuties 2.043663 0.019372 0.065239 -0.472264 -0.873625 -0.790359 1.757473 2.043663 0.549979

Antenna 164: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 2.362971 -0.189979 -0.065820 -0.078156 -0.563056 -0.226406 2.362971 -0.152527 0.611694

Antenna 164: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 0.660820 -1.300399 -1.192581 -0.368417 -1.045144 -0.902967 -1.027074 -0.057363 0.660820

Antenna 164: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.447127 0.102910 -0.006254 -0.508640 -0.012380 1.447127 -0.363960 0.351405 -0.225569

Antenna 164: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Power inf 388.798375 388.995134 inf inf 1832.976215 1765.344240 8010.280814 8206.405792

Antenna 164: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Power 5.813499 0.902845 0.568433 5.624845 5.813499 0.680866 -0.706052 -0.347801 -0.541980

Antenna 164: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 0.817426 0.458162 0.219383 -0.243901 -0.212157 0.817426 -1.140371 -0.414080 -0.426336

Antenna 164: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 2.248186 -1.156543 -1.226221 -0.470108 -1.274398 -1.017078 -0.805277 -0.155713 2.248186

Antenna 164: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Power 0.233904 -0.478979 -0.620834 0.233904 0.172568 -0.032723 0.124341 0.217818 -0.169862

Antenna 164: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 3.222619 0.134105 0.270063 -0.942471 -0.576125 3.222619 0.434085 0.056093 0.065912

Antenna 164: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Variability 1.483923 0.787114 0.794322 -0.841460 -0.216118 1.483923 -0.884866 0.306450 0.513836

Antenna 164: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Temporal Discontinuties 2.096149 -0.578756 -1.121428 -0.364871 -1.099696 0.015933 1.454871 2.096149 1.770364

Antenna 164: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 1.111300 -0.759187 -0.347370 -0.412407 -0.828113 0.675096 -0.761961 1.111300 0.787487

Antenna 164: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Temporal Discontinuties 3073.952445 1116.161967 1116.161967 1025.840199 1025.840199 821.617019 821.617019 3073.952445 3073.952445

Antenna 164: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 2.566401 2.298185 2.298185 1.992194 1.992194 2.137722 2.137722 2.566401 2.566401

Antenna 164: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 N14 digital_ok ee Temporal Discontinuties 12.696974 7.542463 7.542463 7.496483 7.496483 8.172638 8.172638 12.696974 12.696974

Antenna 164: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 N14 digital_ok nn Temporal Discontinuties 13.852645 -1.329339 -1.221887 -0.940929 -0.599930 5.826817 -1.148178 13.852645 -0.185102

Antenna 164: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 2.442486 -0.989717 -1.158426 -0.619423 -0.961107 -0.850145 2.442486 -1.026146 -0.859343

Antenna 164: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 2.174774 -1.280804 -0.777416 -0.780745 -0.571070 -0.945109 2.174774 -0.855056 -0.746313

Antenna 164: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 2.336592 -0.292943 -0.691549 -0.280608 -0.607196 -0.223580 1.422786 2.196450 2.336592

Antenna 164: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 9.809048 -0.081230 -0.558002 -0.103958 -0.808020 -0.449704 1.300080 7.784286 9.809048

Antenna 164: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Temporal Discontinuties 2.581395 -0.145933 -0.681681 -0.715217 -0.352828 -0.790892 1.853287 2.581395 1.200572

Antenna 164: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 164: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 1.900944 -0.909300 -0.752278 -0.938340 -0.206889 1.900944 0.317611 0.492521 0.635106

Antenna 164: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 0.778474 -1.351173 -1.076347 -0.989456 -0.709769 0.778474 -0.605614 -0.411190 -0.663701

Antenna 164: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 0.486095 -1.336037 -1.075898 -1.028899 -0.791837 0.486095 -0.906028 -0.193457 -0.403889

Antenna 164: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 1.244340 -0.448586 -0.669780 -0.337411 -0.924965 -0.663869 1.244340 -0.503387 0.319498

Antenna 164: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 1.003503 -0.016819 -0.338957 -0.443039 -0.407548 0.500378 -0.781426 1.003503 -0.418487

Antenna 164: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 1.320879 -0.515026 -0.444657 -0.218214 -0.986921 0.008218 1.131310 -0.171132 1.320879

Antenna 164: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 1.670848 0.234666 -0.314275 -0.946141 0.179847 1.240355 -0.124487 1.670848 0.068538

Antenna 164: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 0.527871 -0.942845 -0.870791 -0.205054 -0.846255 -1.138978 -0.107618 0.488623 0.527871

Antenna 164: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 0.327064 -0.903142 -0.757071 -0.680930 -0.319319 0.327064 -0.253668 -0.273861 -0.368866

Antenna 164: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 1.228028 -0.411779 -0.341923 -0.843274 -0.162128 0.843052 0.420399 1.228028 0.523231

Antenna 164: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 164: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Temporal Discontinuties 2.202899 -0.005436 0.292461 -0.018173 -0.675409 0.746177 0.127012 0.793392 2.202899

Antenna 164: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 0.590749 -1.046170 -0.705022 -0.439954 -0.578835 -0.787193 -0.169271 -0.124971 0.590749

Antenna 164: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 164: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Power 61.556350 25.745857 21.106975 61.556350 58.693601 22.374094 22.013951 9.207544 7.862700

Antenna 164: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Power 78.922434 29.429192 24.695675 78.922434 74.887760 29.779935 29.353834 9.419064 14.490928

Antenna 164: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 67.777194 -0.262143 -0.514252 -0.473268 -0.099274 13.332916 -0.912177 67.777194 10.895662

Antenna 164: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 136.944572 0.963541 0.788484 -0.658973 0.147786 0.210995 26.957535 9.967873 136.944572

Antenna 164: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Power inf 2110.023812 1380.610058 inf inf 144529.009100 -78372.142837 162578.142506 -82085.115528

Antenna 164: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 22.965236 -0.581660 -0.242462 -0.602131 -0.086315 -0.051915 22.965236 0.566424 2.601612

Antenna 164: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 21.396998 -0.389433 -0.810605 -0.430542 1.090830 -0.012819 21.396998 -0.476492 1.805564

Antenna 164: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 2.402957 -1.019736 -1.197512 -0.951020 -0.428080 2.402957 0.150212 -0.404551 -0.750134

Antenna 164: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Discontinuties 55.469918 -0.808620 -0.529888 -0.547431 1.147783 0.286195 18.998092 5.318965 55.469918

Antenna 164: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 164: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Temporal Variability 31035.098433 -0.002301 -0.002301 1033.933353 1033.933353 31035.098433 31035.098433 7.320135 7.320135

Antenna 164: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok nn Temporal Variability 16.167079 -1.099821 -1.117431 0.355110 -0.713927 -0.097805 16.167079 0.176104 10.562357

Antenna 164: 2459645

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
164 14 digital_ok ee Power 0.002409 -1.358393 -1.403334 0.002409 -1.104306 -0.721874 -0.730805 -0.585338 -1.377295